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What is Azure AI Anomaly Detector?

Anticipate challenges before they occur by utilizing the Azure AI anomaly detection service, which integrates time-series anomaly detection capabilities into your applications, enabling quick identification of issues. This AI-driven Anomaly Detector analyzes various time-series datasets and smartly selects the most effective algorithm for anomaly detection, ensuring high accuracy. It can detect anomalies like spikes, drops, deviations from normal patterns, and shifts in trends through univariate and multivariate APIs. Additionally, the service can be customized to recognize different severity levels of anomalies tailored to your requirements. You also have the option to implement the anomaly detection service in the cloud or at the intelligent edge, based on your needs. With a powerful inference engine that assesses your time-series information, the service independently determines the best anomaly detection algorithm for your context, enhancing precision. This automated detection mechanism minimizes the dependency on labeled training data, allowing you to save time and focus on addressing emerging issues, which ultimately leads to enhanced operational efficacy. By harnessing this innovative tool, organizations can take a proactive approach to managing potential interruptions and refine their strategies for response. This capability not only improves organizational resilience but also fosters a culture of continuous improvement in operations.

What is Amazon GuardDuty?

Amazon GuardDuty serves as an advanced threat detection tool that actively monitors for malicious activities and unauthorized actions to protect your AWS accounts, workloads, and data stored in Amazon S3. Although migrating to the cloud enhances the collection and organization of account and network activities, security teams frequently encounter the challenging responsibility of examining event log data for emerging threats continuously. GuardDuty presents an intelligent and cost-effective approach to constant threat detection within the AWS environment. Utilizing machine learning, anomaly detection, and integrated threat intelligence, it proficiently identifies and ranks potential threats. The service processes an immense volume of events from multiple AWS data sources, such as AWS CloudTrail event logs, Amazon VPC Flow Logs, and DNS logs. Setting up GuardDuty is a straightforward endeavor, requiring only a few clicks within the AWS Management Console, which removes the need for any additional software or hardware installation and maintenance. This streamlined deployment process allows organizations to concentrate more on their primary business functions while ensuring a strong security framework. Additionally, the continuous monitoring capabilities provided by GuardDuty enable businesses to respond swiftly to threats, further enhancing their overall security strategy.

Media

Media

Integrations Supported

AWS Lambda
AWS Security Hub
Abstract Security
Alert Logic
Amazon CloudWatch
Amazon Detective
Amazon S3
Azure AI Metrics Advisor
Bing
CTM360
Cybraics
FortiCNP
Klera
Microsoft Azure
Microsoft Office 2021
Sophos Cloud Optix
Stacklet
TruSTAR
Zenduty
groundcover

Integrations Supported

AWS Lambda
AWS Security Hub
Abstract Security
Alert Logic
Amazon CloudWatch
Amazon Detective
Amazon S3
Azure AI Metrics Advisor
Bing
CTM360
Cybraics
FortiCNP
Klera
Microsoft Azure
Microsoft Office 2021
Sophos Cloud Optix
Stacklet
TruSTAR
Zenduty
groundcover

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Microsoft

Date Founded

1975

Company Location

United States

Company Website

azure.microsoft.com/en-us/products/ai-services/ai-anomaly-detector/

Company Facts

Organization Name

Amazon

Date Founded

1994

Company Location

United States

Company Website

aws.amazon.com/guardduty/

Categories and Features

Categories and Features

Cloud Security

Antivirus
Application Security
Behavioral Analytics
Encryption
Endpoint Management
Incident Management
Intrusion Detection System
Threat Intelligence
Two-Factor Authentication
Vulnerability Management

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Popular Alternatives